水声信号的噪声抑制与成分提取

G. Thomas, A. E. Brito
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引用次数: 7

摘要

水声信号具有一定的非平稳特性。本文采用时频滤波技术对非平稳声信号进行降噪和隔离。此外,他们讨论了在滤波短时傅立叶变换的合成部分实现最佳重建的必要数学条件。然后,他们概述了使用噪声统计和形态学操作设计滤波器的步骤。最后,他们提供了一些例子,其中水听器和水质量之间的相互作用产生的噪声被减少,并且使用所提出的方法隔离了组件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Noise suppression and component extraction of underwater acoustic signals
Nonstationary characteristics are present in some underwater acoustic signals. In this paper, the authors perform noise reduction and isolation of nonstationary acoustic signal components using time-frequency filtering. Furthermore, they discuss the necessary mathematical conditions for achieving the best possible reconstruction during the synthesis part of a filtered Short-Time Fourier Transform. They then outline the steps for designing the filters using noise statistics and morphological operations. Finally, they offer examples where noise resulting from the interaction between the hydrophone and the water mass is reduced and components are isolated using the proposed approach.
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